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Is it possible to use deep learning with 3d point cloud?

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I am working with a point cloud.
I would like to develop a deep learning method which is able to recognize specific 3d geometry in a point cloud.
Is it possible to work directly with deep learning and point cloud or i need to make 2d projection of my 3d object ?

Answers (2)

yang zhang
yang zhang on 12 Feb 2020

Kenta on 2 Dec 2020
Yes, you can use PointNet to recognize the point cloud data. You do not need the 2d projection and directly feed point clouds into the PointNet.
This is a demo for PointNet classification. I hope it helps you.

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